Abstract: Speech enhancement (SE) models based on deep neural networks ... a high-efficiency encoder-decoder structure, inspired by the top-down attention mechanism in human brain perception and named ...

The to begin with thought when choosing a neural organize engineering is the nature of the issue you are attempting to unravel. Is it a classification assignment, a relapse issue, a arrangement ...

The transformer consists of a encoder (encoder ... LLMs are based on the transformer architecture, with some researchers experimenting and testing with other architectures, such as Recurrent Neural ...

This is a 2D version of MEDCNN and without attentions in the decoder Full paper with attentions: https://doi.org/10.1109/ICASSP49660.2025.10890832 ...

Finally understand how encoder blocks work in transformers, with a step-by-step guide that makes it all click. #AI ...